Overview

Dataset statistics

Number of variables27
Number of observations16000
Missing cells33
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 MiB
Average record size in memory216.0 B

Variable types

NUM23
CAT3
BOOL1

Warnings

non_zero_pixels is highly correlated with bitsHigh correlation
bits is highly correlated with non_zero_pixelsHigh correlation
frame_height is highly correlated with frame_width and 1 other fieldsHigh correlation
frame_width is highly correlated with frame_height and 1 other fieldsHigh correlation
movement_level is highly correlated with frame_width and 1 other fieldsHigh correlation
sobel_v is highly correlated with sobel_hHigh correlation
sobel_h is highly correlated with sobel_vHigh correlation
frame_height is highly correlated with frame_widthHigh correlation
frame_width is highly correlated with frame_heightHigh correlation
mean is highly skewed (γ1 = 63.21095101) Skewed
var_sub_blocks is highly skewed (γ1 = 21.44376708) Skewed
quality is uniformly distributed Uniform
frame_width is uniformly distributed Uniform
frame_height is uniformly distributed Uniform
intra_parts has 10312 (64.5%) zeros Zeros
skip_parts has 8987 (56.2%) zeros Zeros
inter_16x16_parts has 6396 (40.0%) zeros Zeros
inter_4x4_parts has 11617 (72.6%) zeros Zeros
inter_other_parts has 5821 (36.4%) zeros Zeros
non_zero_pixels has 3172 (19.8%) zeros Zeros
mean has 3338 (20.9%) zeros Zeros
sub_mean_1 has 6197 (38.7%) zeros Zeros
sub_mean_2 has 6267 (39.2%) zeros Zeros
sub_mean_3 has 6195 (38.7%) zeros Zeros
sub_mean_4 has 6322 (39.5%) zeros Zeros
var_sub_blocks has 3342 (20.9%) zeros Zeros
sobel_h has 2177 (13.6%) zeros Zeros
sobel_v has 2176 (13.6%) zeros Zeros
variance has 3338 (20.9%) zeros Zeros
block_movement_h has 3023 (18.9%) zeros Zeros
block_movement_v has 3077 (19.2%) zeros Zeros
var_movement_h has 3023 (18.9%) zeros Zeros
var_movement_v has 3077 (19.2%) zeros Zeros

Reproduction

Analysis started2020-12-30 15:56:52.286864
Analysis finished2020-12-30 15:57:54.465793
Duration1 minute and 2.18 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

quality
Categorical

UNIFORM

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size125.0 KiB
32
4000 
27
4000 
37
4000 
22
4000 
ValueCountFrequency (%) 
32400025.0%
 
27400025.0%
 
37400025.0%
 
22400025.0%
 
2020-12-30T16:57:54.553483image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-12-30T16:57:54.652002image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:57:54.756905image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length2
Median length2
Mean length2
Min length2

bits
Real number (ℝ≥0)

HIGH CORRELATION

Distinct2106
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean449.8373125
Minimum0
Maximum4771
Zeros147
Zeros (%)0.9%
Memory size125.0 KiB
2020-12-30T16:57:54.881661image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile7
Q172
median243
Q3622
95-th percentile1578
Maximum4771
Range4771
Interquartile range (IQR)550

Descriptive statistics

Standard deviation549.3382429
Coefficient of variation (CV)1.221193146
Kurtosis6.494603732
Mean449.8373125
Median Absolute Deviation (MAD)203.5
Skewness2.199394978
Sum7197397
Variance301772.5051
MonotocityNot monotonic
2020-12-30T16:57:55.022740image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
12081.3%
 
21721.1%
 
01470.9%
 
31120.7%
 
27750.5%
 
12740.5%
 
33720.4%
 
20690.4%
 
22690.4%
 
4680.4%
 
Other values (2096)1493493.3%
 
ValueCountFrequency (%) 
01470.9%
 
12081.3%
 
21721.1%
 
31120.7%
 
4680.4%
 
ValueCountFrequency (%) 
47711< 0.1%
 
46401< 0.1%
 
45241< 0.1%
 
44321< 0.1%
 
44241< 0.1%
 

intra_parts
Real number (ℝ≥0)

ZEROS

Distinct15
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.04
Minimum0
Maximum64
Zeros10312
Zeros (%)64.5%
Memory size125.0 KiB
2020-12-30T16:57:55.139588image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q316
95-th percentile64
Maximum64
Range64
Interquartile range (IQR)16

Descriptive statistics

Standard deviation19.05061568
Coefficient of variation (CV)1.725599247
Kurtosis1.451387946
Mean11.04
Median Absolute Deviation (MAD)0
Skewness1.640353267
Sum176640
Variance362.9259579
MonotocityNot monotonic
2020-12-30T16:57:55.234843image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%) 
01031264.5%
 
1613558.5%
 
3210606.6%
 
649195.7%
 
487184.5%
 
14402.8%
 
172801.8%
 
331981.2%
 
21771.1%
 
491761.1%
 
Other values (5)3652.3%
 
ValueCountFrequency (%) 
01031264.5%
 
14402.8%
 
21771.1%
 
3450.3%
 
4530.3%
 
ValueCountFrequency (%) 
649195.7%
 
491761.1%
 
487184.5%
 
341150.7%
 
331981.2%
 

skip_parts
Real number (ℝ≥0)

ZEROS

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8491875
Minimum0
Maximum4
Zeros8987
Zeros (%)56.2%
Memory size125.0 KiB
2020-12-30T16:57:55.334791image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.181854639
Coefficient of variation (CV)1.39174757
Kurtosis0.6734804924
Mean0.8491875
Median Absolute Deviation (MAD)0
Skewness1.303503545
Sum13587
Variance1.396780389
MonotocityNot monotonic
2020-12-30T16:57:55.424598image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
0898756.2%
 
1314419.7%
 
2203412.7%
 
39656.0%
 
48705.4%
 
ValueCountFrequency (%) 
0898756.2%
 
1314419.7%
 
2203412.7%
 
39656.0%
 
48705.4%
 
ValueCountFrequency (%) 
48705.4%
 
39656.0%
 
2203412.7%
 
1314419.7%
 
0898756.2%
 

inter_16x16_parts
Real number (ℝ≥0)

ZEROS

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9954375
Minimum0
Maximum4
Zeros6396
Zeros (%)40.0%
Memory size125.0 KiB
2020-12-30T16:57:55.521909image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.018507005
Coefficient of variation (CV)1.023175242
Kurtosis-0.1430920278
Mean0.9954375
Median Absolute Deviation (MAD)1
Skewness0.7869126579
Sum15927
Variance1.037356518
MonotocityNot monotonic
2020-12-30T16:57:55.616424image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
0639640.0%
 
1496831.1%
 
2320120.0%
 
311837.4%
 
42521.6%
 
ValueCountFrequency (%) 
0639640.0%
 
1496831.1%
 
2320120.0%
 
311837.4%
 
42521.6%
 
ValueCountFrequency (%) 
42521.6%
 
311837.4%
 
2320120.0%
 
1496831.1%
 
0639640.0%
 

inter_4x4_parts
Real number (ℝ≥0)

ZEROS

Distinct12
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9786875
Minimum0
Maximum33
Zeros11617
Zeros (%)72.6%
Memory size125.0 KiB
2020-12-30T16:57:55.721477image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile9
Maximum33
Range33
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.901609884
Coefficient of variation (CV)1.971817118
Kurtosis5.9135513
Mean1.9786875
Median Absolute Deviation (MAD)0
Skewness2.32088939
Sum31659
Variance15.22255969
MonotocityNot monotonic
2020-12-30T16:57:55.814788image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%) 
01161772.6%
 
613548.5%
 
313098.2%
 
99896.2%
 
123722.3%
 
151791.1%
 
181130.7%
 
21400.2%
 
24180.1%
 
277< 0.1%
 
Other values (2)2< 0.1%
 
ValueCountFrequency (%) 
01161772.6%
 
313098.2%
 
613548.5%
 
99896.2%
 
123722.3%
 
ValueCountFrequency (%) 
331< 0.1%
 
301< 0.1%
 
277< 0.1%
 
24180.1%
 
21400.2%
 

inter_other_parts
Real number (ℝ≥0)

ZEROS

Distinct28
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6864375
Minimum0
Maximum27
Zeros5821
Zeros (%)36.4%
Memory size125.0 KiB
2020-12-30T16:57:55.925654image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q36
95-th percentile13
Maximum27
Range27
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.44670967
Coefficient of variation (CV)1.206234927
Kurtosis2.829655259
Mean3.6864375
Median Absolute Deviation (MAD)2
Skewness1.61751669
Sum58983
Variance19.77322689
MonotocityNot monotonic
2020-12-30T16:57:56.044745image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%) 
0582136.4%
 
2294218.4%
 
4191211.9%
 
610756.7%
 
86063.8%
 
55023.1%
 
74592.9%
 
93892.4%
 
33512.2%
 
103422.1%
 
Other values (18)160110.0%
 
ValueCountFrequency (%) 
0582136.4%
 
12031.3%
 
2294218.4%
 
33512.2%
 
4191211.9%
 
ValueCountFrequency (%) 
277< 0.1%
 
264< 0.1%
 
25110.1%
 
24110.1%
 
23100.1%
 

non_zero_pixels
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct568
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74.087125
Minimum0
Maximum828
Zeros3172
Zeros (%)19.8%
Memory size125.0 KiB
2020-12-30T16:57:56.172897image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q15
median33
Q3100
95-th percentile294
Maximum828
Range828
Interquartile range (IQR)95

Descriptive statistics

Standard deviation102.6407277
Coefficient of variation (CV)1.385405733
Kurtosis6.23935792
Mean74.087125
Median Absolute Deviation (MAD)33
Skewness2.266888272
Sum1185394
Variance10535.11898
MonotocityNot monotonic
2020-12-30T16:57:56.303387image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0317219.8%
 
162991.9%
 
22451.5%
 
42151.3%
 
31971.2%
 
51931.2%
 
61911.2%
 
101791.1%
 
81771.1%
 
71731.1%
 
Other values (558)1095968.5%
 
ValueCountFrequency (%) 
0317219.8%
 
1240.1%
 
22451.5%
 
31971.2%
 
42151.3%
 
ValueCountFrequency (%) 
8281< 0.1%
 
8031< 0.1%
 
7991< 0.1%
 
7821< 0.1%
 
7601< 0.1%
 

frame_width
Categorical

HIGH CORRELATION
HIGH CORRELATION
UNIFORM

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size125.0 KiB
416
4000 
832
4000 
1920
4000 
2560
4000 
ValueCountFrequency (%) 
416400025.0%
 
832400025.0%
 
1920400025.0%
 
2560400025.0%
 
2020-12-30T16:57:56.431149image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-12-30T16:57:56.505305image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:57:56.599133image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3.5
Mean length3.5
Min length3

frame_height
Categorical

HIGH CORRELATION
HIGH CORRELATION
UNIFORM

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size125.0 KiB
240
4000 
480
4000 
1080
4000 
1600
4000 
ValueCountFrequency (%) 
240400025.0%
 
480400025.0%
 
1080400025.0%
 
1600400025.0%
 
2020-12-30T16:57:56.709220image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2020-12-30T16:57:56.783811image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:57:56.878239image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3.5
Mean length3.5
Min length3

movement_level
Real number (ℝ≥0)

HIGH CORRELATION

Distinct205
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4034131.663
Minimum31645
Maximum12276603
Zeros0
Zeros (%)0.0%
Memory size125.0 KiB
2020-12-30T16:57:56.994726image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum31645
5-th percentile70705
Q1233854.75
median1704901.5
Q37608813
95-th percentile11307064
Maximum12276603
Range12244958
Interquartile range (IQR)7374958.25

Descriptive statistics

Standard deviation4447081.581
Coefficient of variation (CV)1.102364016
Kurtosis-1.225916584
Mean4034131.663
Median Absolute Deviation (MAD)1622389.5
Skewness0.656035876
Sum6.454610661e+10
Variance1.977653459e+13
MonotocityNot monotonic
2020-12-30T16:57:57.136463image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
113070649996.2%
 
108338549505.9%
 
106357359185.7%
 
108939728895.6%
 
62761434743.0%
 
65998394672.9%
 
50093824572.9%
 
54513554562.9%
 
45619174492.8%
 
34171974362.7%
 
Other values (195)950559.4%
 
ValueCountFrequency (%) 
31645270.2%
 
31748270.2%
 
33354280.2%
 
36234280.2%
 
37519280.2%
 
ValueCountFrequency (%) 
122766031< 0.1%
 
12101713500.3%
 
117810381110.7%
 
11440150820.5%
 
113070649996.2%
 

mean
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct6599
Distinct (%)41.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.467033937
Minimum0
Maximum2191.37793
Zeros3338
Zeros (%)20.9%
Memory size125.0 KiB
2020-12-30T16:57:57.281851image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.335938
median1.8706055
Q34.364258
95-th percentile10.15336885
Maximum2191.37793
Range2191.37793
Interquartile range (IQR)4.02832

Descriptive statistics

Standard deviation30.2780114
Coefficient of variation (CV)8.733116534
Kurtosis4097.629554
Mean3.467033937
Median Absolute Deviation (MAD)1.8706055
Skewness63.21095101
Sum55472.54299
Variance916.7579741
MonotocityNot monotonic
2020-12-30T16:57:57.414175image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0333820.9%
 
0.25830.5%
 
0.5770.5%
 
0.460938760.5%
 
0.75700.4%
 
0.375550.3%
 
0.140625270.2%
 
0.921875250.2%
 
0.125220.1%
 
1210.1%
 
Other values (6589)1220676.3%
 
ValueCountFrequency (%) 
0333820.9%
 
0.0429692< 0.1%
 
0.0498051< 0.1%
 
0.0507811< 0.1%
 
0.0566412< 0.1%
 
ValueCountFrequency (%) 
2191.377931< 0.1%
 
1984.8759771< 0.1%
 
1795.4248051< 0.1%
 
1598.8349611< 0.1%
 
26.4804691< 0.1%
 

sub_mean_1
Real number (ℝ≥0)

ZEROS

Distinct3123
Distinct (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.145166016
Minimum0
Maximum80
Zeros6197
Zeros (%)38.7%
Memory size125.0 KiB
2020-12-30T16:57:57.554731image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1.5
Q34.5361325
95-th percentile12.4728513
Maximum80
Range80
Interquartile range (IQR)4.5361325

Descriptive statistics

Standard deviation4.518313897
Coefficient of variation (CV)1.436589952
Kurtosis11.54884389
Mean3.145166016
Median Absolute Deviation (MAD)1.5
Skewness2.532844287
Sum50322.65625
Variance20.41516047
MonotocityNot monotonic
2020-12-30T16:57:57.696287image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0619738.7%
 
11440.9%
 
1.5960.6%
 
1.84375850.5%
 
2810.5%
 
3670.4%
 
0.5410.3%
 
0.5625390.2%
 
1.75350.2%
 
0.25320.2%
 
Other values (3113)918357.4%
 
ValueCountFrequency (%) 
0619738.7%
 
0.1718756< 0.1%
 
0.18751< 0.1%
 
0.1992191< 0.1%
 
0.2148441< 0.1%
 
ValueCountFrequency (%) 
801< 0.1%
 
36.4101561< 0.1%
 
33.6251< 0.1%
 
33.3671881< 0.1%
 
32.593751< 0.1%
 

sub_mean_2
Real number (ℝ≥0)

ZEROS

Distinct3022
Distinct (%)18.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.951683838
Minimum0
Maximum76.203125
Zeros6267
Zeros (%)39.2%
Memory size125.0 KiB
2020-12-30T16:57:57.848449image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1.4375
Q34.316406
95-th percentile11.5783203
Maximum76.203125
Range76.203125
Interquartile range (IQR)4.316406

Descriptive statistics

Standard deviation4.251153907
Coefficient of variation (CV)1.440247039
Kurtosis14.56066098
Mean2.951683838
Median Absolute Deviation (MAD)1.4375
Skewness2.73627011
Sum47226.9414
Variance18.07230954
MonotocityNot monotonic
2020-12-30T16:57:57.992795image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0626739.2%
 
11581.0%
 
21090.7%
 
1.84375940.6%
 
1.5800.5%
 
3670.4%
 
0.5510.3%
 
0.5625490.3%
 
1.75420.3%
 
0.3125400.2%
 
Other values (3012)904356.5%
 
ValueCountFrequency (%) 
0626739.2%
 
0.1484381< 0.1%
 
0.1718753< 0.1%
 
0.2031251< 0.1%
 
0.2109381< 0.1%
 
ValueCountFrequency (%) 
76.2031251< 0.1%
 
52.656251< 0.1%
 
42.5742191< 0.1%
 
42.1251< 0.1%
 
38.093751< 0.1%
 

sub_mean_3
Real number (ℝ≥0)

ZEROS

Distinct3072
Distinct (%)19.2%
Missing14
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean3.034862045
Minimum0
Maximum49.039062
Zeros6195
Zeros (%)38.7%
Memory size125.0 KiB
2020-12-30T16:57:58.137506image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1.4375
Q34.4248045
95-th percentile11.748047
Maximum49.039062
Range49.039062
Interquartile range (IQR)4.4248045

Descriptive statistics

Standard deviation4.424254947
Coefficient of variation (CV)1.457810893
Kurtosis11.52191426
Mean3.034862045
Median Absolute Deviation (MAD)1.4375
Skewness2.710843425
Sum48515.30466
Variance19.57403184
MonotocityNot monotonic
2020-12-30T16:57:58.281641image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0619538.7%
 
11771.1%
 
1.843751170.7%
 
1.5950.6%
 
2770.5%
 
3690.4%
 
0.5625530.3%
 
0.5520.3%
 
1.75450.3%
 
2.75360.2%
 
Other values (3062)907056.7%
 
ValueCountFrequency (%) 
0619538.7%
 
0.1718755< 0.1%
 
0.1914061< 0.1%
 
0.218751< 0.1%
 
0.2226561< 0.1%
 
ValueCountFrequency (%) 
49.0390621< 0.1%
 
46.406251< 0.1%
 
44.7929691< 0.1%
 
43.0429691< 0.1%
 
42.4218751< 0.1%
 

sub_mean_4
Real number (ℝ≥0)

ZEROS

Distinct2975
Distinct (%)18.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.849105464
Minimum0
Maximum38.675781
Zeros6322
Zeros (%)39.5%
Memory size125.0 KiB
2020-12-30T16:57:58.421487image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1.335938
Q34.10253875
95-th percentile11.117188
Maximum38.675781
Range38.675781
Interquartile range (IQR)4.10253875

Descriptive statistics

Standard deviation4.090571767
Coefficient of variation (CV)1.435738978
Kurtosis7.777668503
Mean2.849105464
Median Absolute Deviation (MAD)1.335938
Skewness2.382753496
Sum45585.68742
Variance16.73277738
MonotocityNot monotonic
2020-12-30T16:57:58.564198image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0632239.5%
 
11671.0%
 
1.843751190.7%
 
2870.5%
 
1.5790.5%
 
0.5680.4%
 
3610.4%
 
0.5625490.3%
 
1.75410.3%
 
0.75310.2%
 
Other values (2965)897656.1%
 
ValueCountFrequency (%) 
0632239.5%
 
0.1718753< 0.1%
 
0.1914061< 0.1%
 
0.1992191< 0.1%
 
0.2031251< 0.1%
 
ValueCountFrequency (%) 
38.6757811< 0.1%
 
35.1406251< 0.1%
 
34.6015621< 0.1%
 
33.5273441< 0.1%
 
33.3085941< 0.1%
 

var_sub_blocks
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct11457
Distinct (%)71.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.554618003
Minimum0
Maximum1123.011597
Zeros3342
Zeros (%)20.9%
Memory size125.0 KiB
2020-12-30T16:57:58.715648image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.11579125
median1.3498945
Q35.39301375
95-th percentile29.49916745
Maximum1123.011597
Range1123.011597
Interquartile range (IQR)5.2772225

Descriptive statistics

Standard deviation19.75205502
Coefficient of variation (CV)3.013456315
Kurtosis973.6909939
Mean6.554618003
Median Absolute Deviation (MAD)1.3498945
Skewness21.44376708
Sum104873.8881
Variance390.1436773
MonotocityNot monotonic
2020-12-30T16:57:58.850018image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0334220.9%
 
0.1875810.5%
 
0.63739720.4%
 
0.421875480.3%
 
0.75420.3%
 
1.6875410.3%
 
0.059326270.2%
 
0.5625240.1%
 
0.25220.1%
 
0.046875210.1%
 
Other values (11447)1228076.8%
 
ValueCountFrequency (%) 
0334220.9%
 
0.0028721< 0.1%
 
0.00311< 0.1%
 
0.003521< 0.1%
 
0.0055393< 0.1%
 
ValueCountFrequency (%) 
1123.0115971< 0.1%
 
936.1371461< 0.1%
 
284.475221< 0.1%
 
278.0137631< 0.1%
 
264.3053891< 0.1%
 

sobel_h
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct9908
Distinct (%)61.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.027763
Minimum0
Maximum69.706055
Zeros2177
Zeros (%)13.6%
Memory size125.0 KiB
2020-12-30T16:57:58.993584image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.8977055
median5.1713865
Q311.6298825
95-th percentile27.3079588
Maximum69.706055
Range69.706055
Interquartile range (IQR)10.732177

Descriptive statistics

Standard deviation9.1849073
Coefficient of variation (CV)1.144142808
Kurtosis3.825025254
Mean8.027763
Median Absolute Deviation (MAD)4.8486325
Skewness1.771139941
Sum128444.208
Variance84.36252212
MonotocityNot monotonic
2020-12-30T16:57:59.127414image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0217713.6%
 
0.005859400.2%
 
0.00293330.2%
 
0.369141300.2%
 
0.000977280.2%
 
0.001953270.2%
 
0.003906220.1%
 
0.007812210.1%
 
0.011719180.1%
 
0.008789160.1%
 
Other values (9898)1358884.9%
 
ValueCountFrequency (%) 
0217713.6%
 
0.000977280.2%
 
0.001953270.2%
 
0.00293330.2%
 
0.003906220.1%
 
ValueCountFrequency (%) 
69.7060551< 0.1%
 
63.5039061< 0.1%
 
62.8632811< 0.1%
 
61.6152341< 0.1%
 
61.5585941< 0.1%
 

sobel_v
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct9896
Distinct (%)61.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.271248599
Minimum0
Maximum66.775391
Zeros2176
Zeros (%)13.6%
Memory size125.0 KiB
2020-12-30T16:57:59.280525image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.943359
median5.313477
Q311.77661125
95-th percentile28.41249965
Maximum66.775391
Range66.775391
Interquartile range (IQR)10.83325225

Descriptive statistics

Standard deviation9.552507682
Coefficient of variation (CV)1.15490516
Kurtosis4.083637917
Mean8.271248599
Median Absolute Deviation (MAD)4.959473
Skewness1.832328583
Sum132339.9776
Variance91.25040302
MonotocityNot monotonic
2020-12-30T16:57:59.425886image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0217613.6%
 
0.00293290.2%
 
0.000977280.2%
 
0.0625250.2%
 
0.001953210.1%
 
0.28125200.1%
 
0.1875200.1%
 
0.008789170.1%
 
0.005859170.1%
 
0.09375150.1%
 
Other values (9886)1363285.2%
 
ValueCountFrequency (%) 
0217613.6%
 
0.000977280.2%
 
0.001953210.1%
 
0.00293290.2%
 
0.0039065< 0.1%
 
ValueCountFrequency (%) 
66.7753911< 0.1%
 
66.7744141< 0.1%
 
66.3808591< 0.1%
 
65.7519531< 0.1%
 
65.4238281< 0.1%
 

variance
Real number (ℝ≥0)

ZEROS

Distinct12001
Distinct (%)75.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.33286425
Minimum0
Maximum2022.197998
Zeros3338
Zeros (%)20.9%
Memory size125.0 KiB
2020-12-30T16:57:59.589194image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.42486675
median14.525076
Q352.4982955
95-th percentile252.0195352
Maximum2022.197998
Range2022.197998
Interquartile range (IQR)51.07342875

Descriptive statistics

Standard deviation107.2657964
Coefficient of variation (CV)2.011251372
Kurtosis38.19789998
Mean53.33286425
Median Absolute Deviation (MAD)14.525076
Skewness4.822931716
Sum853325.828
Variance11505.95108
MonotocityNot monotonic
2020-12-30T16:57:59.743412image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0333820.9%
 
1.6875590.4%
 
0.75400.2%
 
1.46875370.2%
 
4.889099360.2%
 
5.092224350.2%
 
0.984375330.2%
 
0.4646200.1%
 
2.109375190.1%
 
0.4375160.1%
 
Other values (11991)1236777.3%
 
ValueCountFrequency (%) 
0333820.9%
 
0.0585945< 0.1%
 
0.109375100.1%
 
0.1210941< 0.1%
 
0.1523441< 0.1%
 
ValueCountFrequency (%) 
2022.1979981< 0.1%
 
1490.0881351< 0.1%
 
1467.9593511< 0.1%
 
1462.0527341< 0.1%
 
1423.1228031< 0.1%
 

block_movement_h
Real number (ℝ≥0)

ZEROS

Distinct2368
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.023825197
Minimum0
Maximum322.09375
Zeros3023
Zeros (%)18.9%
Memory size125.0 KiB
2020-12-30T16:57:59.906573image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median2.625
Q37.0625
95-th percentile36.06484375
Maximum322.09375
Range322.09375
Interquartile range (IQR)6.5625

Descriptive statistics

Standard deviation17.25973063
Coefficient of variation (CV)2.15106015
Kurtosis42.94462684
Mean8.023825197
Median Absolute Deviation (MAD)2.625
Skewness5.293889868
Sum128381.2031
Variance297.8983014
MonotocityNot monotonic
2020-12-30T16:58:00.056927image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0302318.9%
 
0.51741.1%
 
0.3751671.0%
 
0.251651.0%
 
0.1251601.0%
 
0.6251581.0%
 
0.751440.9%
 
1.1251440.9%
 
0.8751400.9%
 
1.251380.9%
 
Other values (2358)1158772.4%
 
ValueCountFrequency (%) 
0302318.9%
 
0.0156254< 0.1%
 
0.03125100.1%
 
0.0468752< 0.1%
 
0.0625290.2%
 
ValueCountFrequency (%) 
322.093751< 0.1%
 
313.43751< 0.1%
 
246.1251< 0.1%
 
213.1251< 0.1%
 
212.751< 0.1%
 

block_movement_v
Real number (ℝ≥0)

ZEROS

Distinct2221
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.797075683
Minimum0
Maximum189
Zeros3077
Zeros (%)19.2%
Memory size125.0 KiB
2020-12-30T16:58:00.217439image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median3.210938
Q38.0625
95-th percentile27.0625
Maximum189
Range189
Interquartile range (IQR)7.5625

Descriptive statistics

Standard deviation11.55229891
Coefficient of variation (CV)1.699598393
Kurtosis30.92216817
Mean6.797075683
Median Absolute Deviation (MAD)3.210938
Skewness4.460051662
Sum108753.2109
Variance133.4556101
MonotocityNot monotonic
2020-12-30T16:58:00.412627image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0307719.2%
 
0.1251681.1%
 
0.251420.9%
 
1.3751300.8%
 
0.8751250.8%
 
0.51250.8%
 
21210.8%
 
0.751200.8%
 
0.3751170.7%
 
1.8751130.7%
 
Other values (2211)1176273.5%
 
ValueCountFrequency (%) 
0307719.2%
 
0.0156255< 0.1%
 
0.03125110.1%
 
0.0390621< 0.1%
 
0.0468752< 0.1%
 
ValueCountFrequency (%) 
1891< 0.1%
 
183.8751< 0.1%
 
160.8751< 0.1%
 
140.18751< 0.1%
 
137.718751< 0.1%
 

var_movement_h
Real number (ℝ≥0)

ZEROS

Distinct8427
Distinct (%)52.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean841.9483201
Minimum0
Maximum194634.75
Zeros3023
Zeros (%)18.9%
Memory size125.0 KiB
2020-12-30T16:58:00.585842image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.6875
median11.683594
Q394.02557375
95-th percentile4375.792969
Maximum194634.75
Range194634.75
Interquartile range (IQR)93.33807375

Descriptive statistics

Standard deviation3815.230446
Coefficient of variation (CV)4.531430677
Kurtosis470.4713347
Mean841.9483201
Median Absolute Deviation (MAD)11.683594
Skewness14.08073999
Sum13471173.12
Variance14555983.36
MonotocityNot monotonic
2020-12-30T16:58:00.749359image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0302318.9%
 
0.1093751541.0%
 
0.1875830.5%
 
0.984375730.5%
 
0.484375580.4%
 
2.734375540.3%
 
1.75490.3%
 
0.4375470.3%
 
8.859375460.3%
 
3.9375450.3%
 
Other values (8417)1236877.3%
 
ValueCountFrequency (%) 
0302318.9%
 
0.0153814< 0.1%
 
0.03027390.1%
 
0.0446781< 0.1%
 
0.058594230.1%
 
ValueCountFrequency (%) 
194634.751< 0.1%
 
61920.93751< 0.1%
 
61564.984381< 0.1%
 
59220.751< 0.1%
 
57599.43751< 0.1%
 

var_movement_v
Real number (ℝ≥0)

ZEROS

Distinct8450
Distinct (%)52.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean491.9134467
Minimum0
Maximum68389.35938
Zeros3077
Zeros (%)19.2%
Memory size125.0 KiB
2020-12-30T16:58:00.920154image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.746094
median19.527344
Q396.064392
95-th percentile2139.91875
Maximum68389.35938
Range68389.35938
Interquartile range (IQR)95.318298

Descriptive statistics

Standard deviation2404.069505
Coefficient of variation (CV)4.88717989
Kurtosis197.6121358
Mean491.9134467
Median Absolute Deviation (MAD)19.527344
Skewness11.7624985
Sum7870615.148
Variance5779550.183
MonotocityNot monotonic
2020-12-30T16:58:01.073992image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0307719.2%
 
0.1093751571.0%
 
0.1875750.5%
 
0.984375560.4%
 
3.9375550.3%
 
0.058594520.3%
 
0.75510.3%
 
0.4375450.3%
 
0.484375430.3%
 
18.484375430.3%
 
Other values (8440)1234677.2%
 
ValueCountFrequency (%) 
0307719.2%
 
0.0153815< 0.1%
 
0.030273110.1%
 
0.0375371< 0.1%
 
0.058594520.3%
 
ValueCountFrequency (%) 
68389.359381< 0.1%
 
59544.251< 0.1%
 
57594.152341< 0.1%
 
56354.109381< 0.1%
 
52821.359381< 0.1%
 

cost_1
Real number (ℝ≥0)

Distinct14378
Distinct (%)89.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean36948.64062
Minimum0
Maximum425705
Zeros16
Zeros (%)0.1%
Memory size125.0 KiB
2020-12-30T16:58:01.923595image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2435.8
Q19916.75
median23051.5
Q352071.25
95-th percentile115389.25
Maximum425705
Range425705
Interquartile range (IQR)42154.5

Descriptive statistics

Standard deviation38631.38334
Coefficient of variation (CV)1.04554275
Kurtosis6.375993657
Mean36948.64062
Median Absolute Deviation (MAD)16392.5
Skewness2.026081239
Sum591178250
Variance1492383779
MonotocityNot monotonic
2020-12-30T16:58:02.033198image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0160.1%
 
110825< 0.1%
 
79884< 0.1%
 
30384< 0.1%
 
19844< 0.1%
 
146184< 0.1%
 
126964< 0.1%
 
42304< 0.1%
 
246004< 0.1%
 
79264< 0.1%
 
Other values (14368)1594799.7%
 
ValueCountFrequency (%) 
0160.1%
 
1071< 0.1%
 
1381< 0.1%
 
1541< 0.1%
 
1701< 0.1%
 
ValueCountFrequency (%) 
4257051< 0.1%
 
4234481< 0.1%
 
3856161< 0.1%
 
3794761< 0.1%
 
3508331< 0.1%
 

cost_2
Real number (ℝ≥0)

Distinct14538
Distinct (%)91.0%
Missing17
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean42059.82957
Minimum0
Maximum446306
Zeros16
Zeros (%)0.1%
Memory size125.0 KiB
2020-12-30T16:58:02.150982image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2112.7
Q110965
median26135
Q359876.5
95-th percentile133387.6
Maximum446306
Range446306
Interquartile range (IQR)48911.5

Descriptive statistics

Standard deviation43844.70868
Coefficient of variation (CV)1.04243667
Kurtosis4.869365896
Mean42059.82957
Median Absolute Deviation (MAD)19028
Skewness1.869233126
Sum672242256
Variance1922358479
MonotocityNot monotonic
2020-12-30T16:58:02.259078image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0160.1%
 
182204< 0.1%
 
175284< 0.1%
 
68614< 0.1%
 
201854< 0.1%
 
31384< 0.1%
 
42954< 0.1%
 
40044< 0.1%
 
50274< 0.1%
 
20424< 0.1%
 
Other values (14528)1593199.6%
 
(Missing)170.1%
 
ValueCountFrequency (%) 
0160.1%
 
261< 0.1%
 
341< 0.1%
 
421< 0.1%
 
581< 0.1%
 
ValueCountFrequency (%) 
4463061< 0.1%
 
4116031< 0.1%
 
3703031< 0.1%
 
3616961< 0.1%
 
3561191< 0.1%
 

relevant
Boolean

Distinct2
Distinct (%)< 0.1%
Missing2
Missing (%)< 0.1%
Memory size125.0 KiB
1
13156 
0
2842 
(Missing)
 
2
ValueCountFrequency (%) 
11315682.2%
 
0284217.8%
 
(Missing)2< 0.1%
 
2020-12-30T16:58:02.337490image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Interactions

2020-12-30T16:56:57.196364image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.293209image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.383874image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.479636image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.576877image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.667990image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.756678image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.843370image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:57.936198image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.023105image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.118410image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.215414image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.303781image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.399150image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.488513image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:56:58.581318image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
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2020-12-30T16:57:52.583486image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Correlations

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Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-12-30T16:58:02.730627image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-12-30T16:58:02.999434image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-12-30T16:58:03.265313image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2020-12-30T16:58:03.479602image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

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2020-12-30T16:57:54.097403image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/
2020-12-30T16:57:54.241286image/svg+xmlMatplotlib v3.3.3, https://matplotlib.org/

Sample

First rows

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7221552002610308416240423524.9687505.8710945.8867191.6328126.4843753.77062211.54199213.59668078.5634772.5859381.7890629.5394904.61956819475.019632.01.0
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9223690116477416240423520.9072270.7851562.8437500.0000000.0000001.3527862.6826172.8310556.8087761.5625001.8125003.2460944.27734417005.018117.00.0

Last rows

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15990372302200025601600117810380.0000000.0000000.0000000.0000000.0000000.0000000.2753911.5605470.0000006.1250049.25000112.6093757276.68750012558.010574.00.0
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15993371271701022525601600117810382.7187500.0000003.0000007.8750000.00000010.3623054.8242196.55859426.45214817.7500012.812503498.562500978.02734416188.023974.00.0
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15996371003200182825601600117810382.1328125.1875001.8437501.5000000.0000003.5910032.8447275.88964815.2557983.687500.00000203.9648440.00000041738.037212.01.0
15997371411610041525601600117810384.1845708.6875004.9375000.0000003.1132819.8753927.5791029.03808650.8653498.3750016.37500221.734375816.10937520642.017046.01.0
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